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      "palette": "grayscale"
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    {
      "id": "trend_classification",
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      "real_source": "/opt/ecos_thermal_spatial_study_v2/data/science/trend_classification.tif",
      "source": "/opt/ecos_thermal_spatial_study_v2/data/science/trend_classification.tif",
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      "url": "/rasters/science/trend_classification.png",
      "palette": "classification"
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    {
      "id": "valid_years",
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      "real_source": "/opt/ecos_thermal_spatial_study_v2/data/science/trend_valid_years.tif",
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  "spatial_science": {
    "status": "success",
    "generated_utc": "2026-07-30T09:31:54.068376+00:00",
    "period": {
      "start": 2006,
      "end": 2025,
      "years": 20
    },
    "metric": {
      "name": "satellite land-surface temperature",
      "unit": "degC",
      "not_equivalent_to": "air temperature at 2 metres"
    },
    "methods": {
      "annual": "Terra and Aqua equal-platform mean of annual clear-sky daytime and nighttime LST",
      "minimum_annual_pixel_coverage": 0.3,
      "minimum_valid_years_for_trend": 15,
      "trend": [
        "ordinary least squares",
        "Theil-Sen robust slope",
        "Mann-Kendall"
      ],
      "significance_threshold": 0.05,
      "baseline": "2006-2020"
    },
    "classification": [
      {
        "class_id": 0,
        "class_name": "datos_insuficientes",
        "pixel_count": 4351049,
        "percentage": 96.3075298758043
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        "class_id": 1,
        "class_name": "enfriamiento_robusto",
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      {
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        "class_name": "enfriamiento_probable",
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        "class_id": 3,
        "class_name": "sin_tendencia_demostrable",
        "pixel_count": 0,
        "percentage": 0.0
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      {
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        "class_name": "calentamiento_probable",
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        "class_name": "calentamiento_robusto",
        "pixel_count": 33694,
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    ],
    "scientifically_evaluable_pixels": 166821,
    "outputs": {
      "climatology": "/opt/ecos_thermal_spatial_study_v2/data/science/climatology_2006_2020.tif",
      "decade_1": "/opt/ecos_thermal_spatial_study_v2/data/science/mean_2006_2015.tif",
      "decade_2": "/opt/ecos_thermal_spatial_study_v2/data/science/mean_2016_2025.tif",
      "decade_difference": "/opt/ecos_thermal_spatial_study_v2/data/science/difference_2016_2025_minus_2006_2015.tif",
      "ols_slope": "/opt/ecos_thermal_spatial_study_v2/data/science/trend_ols_c_per_decade.tif",
      "ols_r2": "/opt/ecos_thermal_spatial_study_v2/data/science/trend_ols_r_squared.tif",
      "ols_p": "/opt/ecos_thermal_spatial_study_v2/data/science/trend_ols_p_approx.tif",
      "sen_slope": "/opt/ecos_thermal_spatial_study_v2/data/science/trend_theil_sen_c_per_decade.tif",
      "mk_z": "/opt/ecos_thermal_spatial_study_v2/data/science/trend_mann_kendall_z.tif",
      "mk_p": "/opt/ecos_thermal_spatial_study_v2/data/science/trend_mann_kendall_p.tif",
      "valid_years": "/opt/ecos_thermal_spatial_study_v2/data/science/trend_valid_years.tif",
      "classification": "/opt/ecos_thermal_spatial_study_v2/data/science/trend_classification.tif"
    },
    "warnings": [
      "LST is surface temperature and is not equivalent to 2 metre air temperature.",
      "Clear-sky satellite sampling can introduce cloud-related sampling bias.",
      "Mann-Kendall variance is calculated without an explicit exact-tie correction because exact ties in continuous annual LST are expected to be rare.",
      "Statistical association does not establish causality."
    ]
  }
}